Amazon Q Developer vs Zed vs Gemini Code Assist vs CodeRabbit

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Amazon Q Developer
vs
Competitor 1
Zed
Competitor 2
Gemini Code Assist
Competitor 3
CodeRabbit
Compare
4 tools · best value per row highlighted
Your tool Amazon Q Developer
aws.amazon.com
AWS coding assistant formerly known as CodeWhisperer
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Competitor Zed
zed.dev
Speed meets intelligence
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Competitor Gemini Code Assist
codeassist.google
It provides a chat interface that is aware of the code in the open files, automatic completions as you type, and generation or transformation of whole functions and files on demand.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Traffic estimated monthly website traffic
Monthly visits
62.6Mvisits/mo
1.2Mvisits/mo
—
1Mvisits/mo
MoM change
▲ 3.5%
▼ 18.1%
—
▼ 22.7%
6-month growth
+13.3%
+26.6%
—
+50.4%
Global rank web
#383
#47,672
—
#38,145
Avg. last 3 months
60.7M
1.5M
—
1.2M
Bounce rate lower is better
25%
42%
—
49%
Pages / visit
13.9
2.8
—
3.5
Visit duration
10m 30s
1m 56s
—
1m 55s
Traffic sources
● Direct 66% · ● Referral 30%
● Direct 80% · ● Referral 18%
—
● Direct 73% · ● Referral 24%
Amazon Q DeveloperZedGemini Code AssistCodeRabbit
015.6M31.3M46.9M62.6MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10M100MAmazon Q Developer · 58.7MAmazon Q Developer · 56.5MAmazon Q Developer · 56.6MAmazon Q Developer · 55.3MAmazon Q Developer · 61.1MAmazon Q Developer · 62.3MAmazon Q Developer · 59.1MAmazon Q Developer · 60.5MAmazon Q Developer · 62.6MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$19per month · free tier available
Free tier
$19per month · free tier available
$24per month
Free tier
–
Free trial
–
API access
–
–
–
–
Plans
—
Personal FreePro $10/moBusiness $30/mo
Individuals FreeStandard $19/moEnterprise $45/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Capabilities input → output
Input
CodeText
CodeText
CodeText
Code
Output
Code
Code
Code
CodeText
Skill level
Intermediate
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
5
3
8
Coding
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Code reviews
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Debugging
–
–
Code documentation
–
–
Code testing
–
–
Development
–
–
AWS
–
–
–
Code autocompletion
–
–
–
Code refactoring
–
–
–
GitHub pull requests
–
–
–
AWS guidance
–
–
–
Code analysis
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
AWS management
–
–
–
Developer tools
–
–
–
Git commands
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.